Top Chatbot Companies in the United States
From Silicon Valley’s AI labs to New York’s enterprise consultancies and Austin’s fast-growing startup scene, the United States is a global hub for building high-performing chatbots and conversational AI platforms.
On Clutch, you can compare verified U.S. chatbot providers by reviews, tech stack, industry focus, and pricing to find the right fit for your roadmap — from customer support chatbots to complex, enterprise chatbot services with CRM and data-layer integrations. Our rigorous vetting process includes client interviews, portfolio checks, and service-line validation, so you can shortlist with confidence. Use filters to narrow by budget, location, framework, and industry expertise. Start with these helpful directories:
• Global Top Chatbot Companies
• Chatbot Companies in San Francisco
15 Leaders 15 Contenders
2,165 Companies
Best Chatbot Companies in the US
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UndisclosedUndisclosed2 - 9Alpharetta, GA
Services provided
100% AI DevelopmentFocus Areas
30% Chatbots & Conversational AI100% Machine Learning40% Natural Language ProcessingAtlanta Applied Artificial Intelligence, an artificial intelligence firm, is located in Alpharetta, Georgia. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Alexandria, VA
Services provided
100% AI DevelopmentFocus Areas
30% Chatbots & Conversational AI100% Machine Learning30% Natural Language ProcessingArtificial intelligence development company GlassRoom Advisors LLC was launched in 2016. The small team provides Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Austin, TX
Services provided
100% AI DevelopmentFocus Areas
30% Chatbots & Conversational AI100% Machine Learning30% Natural Language ProcessingIAMECON is an artificial intelligence development company. Founded in 2018, the agency is located in Austin, Texas. Their team specializes in Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Minneapolis, MN
Services provided
80% AI Development20% AI ConsultingFocus Areas
30% Chatbots & Conversational AI50% Cognitive Computing50% Machine Learning +220% Natural Language Processing10% RoboticsVizworld Inc is an artificial intelligence company. Their team is in Minneapolis, Minnesota and specializes in Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9St. Louis, MO
Services provided
90% AI Development10% AI ConsultingFocus Areas
30% Chatbots & Conversational AI25% Machine Learning25% Natural Language Processing +120% RoboticsThe Intelligence Factory is a St. Louis, Missouri-based AI firm. They focus on Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed10 - 49Huntsville, AL
Services provided
25% BI & Big Data Consulting & SI25% Mobile App Development25% Web Development +215% AI Development10% AI ConsultingFocus Areas
60% Chatbots & Conversational AI100% Machine Learning20% Cognitive ComputingJDM Solutions, a big data analytics company, is in Huntsville, Alabama and Owens Cross Roads, Alabama. They specialize in BI & big data consulting & SI and Web Development and were founded in 2018.
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$1,000+$200 - $300 / hr2 - 9Fort Lauderdale, FL
Services provided
75% BI & Big Data Consulting & SI15% Generative AI10% Custom Software DevelopmentFocus Areas
30% Chatbots & Conversational AI30% Natural Language Processing20% Machine Learning +120% Voice and Speech RecognitionSee all 1 projectsiKemo is a business intelligence solutions provider specializing in building comprehensive BI dashboards and data integration for e-commerce platforms. With a focus on customization and user-friendly tools, they have successfully transitioned clients from Microsoft Power BI to Metabase, garnering positive feedback for their impactful KPI improvements. Approximately 85% of the feedback highlights their knowledgeable team and impressive service delivery, although there is room for improvement in efficiency and consultation.
1 of 1 reviews is 5 starsUnknown avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
Recent reviews highlight iKemo's capability in developing a comprehensive business intelligence dashboard, facilitating improved KPI measurement and decision-making for clients. One client noted a 10%-15% cost savings due to informed decisions stemming from iKemo's work. Overall sentiment is positive, with praise for the team's knowledge and responsiveness; however, there are suggestions for enhancing efficiency and consultation. Clients appreciate the cultural alignment and budget-friendly pricing that influenced their choice.Was this helpful?
Industry Experience
iKemo has demonstrated expertise primarily in the eCommerce sector, providing robust business intelligence solutions. Clients have praised their ability to build user-friendly dashboards and integrate data from various platforms, leading to improved KPIs and cost savings. The overall sentiment is positive, with strong appreciation for their team's knowledge and impact; however, suggestions for enhancing efficiency and consultation have been noted.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have expressed satisfaction with iKemo's pricing and value for money, noting that the company's services fit within their budget. One client highlighted a shift from an expensive solution to a more cost-effective alternative, resulting in a 10%-15% reduction in costs. Overall, feedback indicates that iKemo delivers high-quality services that exceed expectations, although some clients suggest there is room for improvement in consultation efficiency.Was this helpful?
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UndisclosedUndisclosed10 - 49Houston, TX
Services provided
90% AI Development10% AI ConsultingFocus Areas
25% Chatbots & Conversational AI25% Cognitive Computing25% Machine Learning +125% Natural Language ProcessingLocated in Houston, Texas, Nesh is a small artificial intelligence development company. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed10 - 49Marietta, GA
Services provided
90% AI Development10% AI ConsultingFocus Areas
25% Chatbots & Conversational AI100% Machine Learning25% Natural Language Processing +125% RoboticsProrize is an AI development company founded in 2006. The agency focuses on Artificial Intelligence and AI Consulting, and is small.
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UndisclosedUndisclosed10 - 49Boise, ID
Services provided
90% AI Development10% AI ConsultingFocus Areas
25% Chatbots & Conversational AI100% Machine Learning25% Natural Language Processing +125% RoboticsNatural Intelligence Systems, an AI development company, is based in Boise, Idaho. They specialize in Artificial Intelligence and AI Consulting.
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$10,000+$25 - $49 / hr10 - 49New York, NY
Services provided
10% AI Agents10% AI Consulting10% AI Development +710% Cloud Consulting & SI10% Custom Software Development10% E-Commerce Development10% Generative AI10% IT Staff Augmentation10% Mobile App Development10% Web DevelopmentFocus Areas
30% Chatbots & Conversational AI10% AI Recommendation Systems10% Cognitive Computing +510% Computer Vision10% Machine Learning10% Natural Language Processing10% Robotics10% Voice and Speech RecognitionSee all 10 projectsUASOFTDEV is a staff augmentation and custom software development company known for its rapid delivery and high-quality technical skills. Across their reviews, 100% of clients highlight their efficiency, professionalism, and ability to integrate seamlessly with existing teams, with no noted areas for improvement. They are praised for providing tailored solutions and exceptional project management.
Reviews mention Communicative
The feedback regarding UASOFTDEV's communication is overwhelmingly positive. Clients highlighted their prompt responses and proactive problem-solving abilities, noting that any blockers were resolved within two working hours. One client specifically praised the engineer's initiative in addressing ambiguities without requiring additional coordination, showcasing effective communication and technical clarity. Overall, clients expressed satisfaction with the seamless engagement and minimal ramp-up friction, attributing this to UASOFTDEV's thorough matching process.-
Custom Software Development for Software Development Company
5.0 Jun 10, 2026Whenever a blocker appeared, it was resolved within 2 working hours. The engineer never waited for a perfectly scoped ticket. Instead, he dug into the context on his own and kept moving forward. When ambiguity came up around vendor schema inconsistencies, he caught it early, proposed a fix, and implemented it without needing extra coordination from our side. Communication was clear and technical. No hand-holding required.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
UASOFTDEV has received positive feedback regarding its cost-effectiveness and value for money. Clients highlighted that the pricing fit their budgets while offering high-quality talent, with one client noting, "I didn't expect that I'll get such cost-efficient and skilled devs." Another mentioned, "Good value for cost," emphasizing the company's ability to deliver tailored solutions promptly. Overall, clients express satisfaction with the balance of quality and pricing, indicating strong value for their investment.Was this helpful?
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See All Locations (9)New York, NY
11 Broadway
New York, NY 100042 - 5
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$1,000+Undisclosed10 - 49Miami, FL
Services provided
25% Business Consulting25% Custom Software Development25% Low/No Code Development +215% AI Development10% Mobile App DevelopmentFocus Areas
25% Chatbots & Conversational AI25% AI Recommendation Systems25% Machine Learning +125% Voice and Speech RecognitionSee all 4 projectsLucidOps is a digital transformation company specializing in automating and scaling business processes. Feedback from their clients, with 100% positive reviews, highlights their tailored approach, rapid development, and effective project management. Clients appreciate their ability to eliminate operational bottlenecks and improve customer satisfaction and team morale significantly.
Industry Experience
LucidOps has demonstrated expertise in the Consumer Products & Services and Financial Services industries, delivering impactful digital transformations. In the Consumer Products sector, they excelled in modernizing operations and enhancing customer satisfaction, resulting in improved team morale. In Financial Services, they automated processes and streamlined operations, enabling significant scalability. Overall, feedback indicates strong project management, tailored solutions, and effective communication, making LucidOps a valuable partner for companies in these industries seeking to optimize their operations.
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Financial services Consumer products & servicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have consistently praised LucidOps for offering good value for their cost, with one executive noting it as a key reason for their selection. The company's ability to deliver high-quality work efficiently has been highlighted, with reports of exceeding timelines and improving customer satisfaction significantly. Clients appreciated the tailored approach and comprehensive support, indicating that the investment in LucidOps resulted in substantial operational improvements and a reliable data infrastructure.Was this helpful?
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$5,000+$100 - $149 / hr50 - 249Anaheim, CA
Services provided
10% AI Development10% Application Testing10% CRM Consulting and SI +710% Custom Software Development10% ERP Consulting and SI10% IT Managed Services10% IT Staff Augmentation10% IT Strategy Consulting10% IoT Development10% Mobile App DevelopmentFocus Areas
60% Chatbots & Conversational AI100% Machine Learning20% Natural Language ProcessingAxis Technical Group, Inc. Is an IT strategy consulting company founded in 2002. The firm offers IT strategy consulting and CRM consulting and SI.
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Undisclosed< $25 / hr50 - 249Woburn, MA
Services provided
40% Custom Software Development40% Mobile App Development10% AI Development +110% Web DevelopmentFocus Areas
20% Chatbots & Conversational AI30% Machine Learning30% Natural Language Processing +120% Cognitive ComputingInnoshore, LLC. Is a software development firm established in 1997. Their team provides Custom Software Development and Mobile App Development.
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UndisclosedUndisclosed50 - 249Austin, TX
Services provided
100% AI DevelopmentFocus Areas
20% Chatbots & Conversational AI50% Cognitive Computing50% Machine Learning +220% Natural Language Processing10% RoboticsEstablished in 2013, CognitiveScale is an AI firm. The team focuses on Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249Atlanta, GA
Services provided
40% AI Development30% BI & Big Data Consulting & SI30% Social Media MarketingFocus Areas
30% Chatbots & Conversational AI100% Machine Learning25% Natural Language Processing +110% Cognitive ComputingMobilewalla is a midsize artificial intelligence firm. They focus on Artificial Intelligence and BI & big data consulting & SI and were launched in 2011.
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UndisclosedUndisclosed50 - 249Pittsburgh, PA
Services provided
100% AI DevelopmentFocus Areas
20% Chatbots & Conversational AI100% Machine Learning40% Natural Language ProcessingEstablished in 2016, Petuum, Inc. Is a midsize Pittsburgh, Pennsylvania-based artificial intelligence development company. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249Boston, MA
Services provided
100% AI DevelopmentFocus Areas
20% Chatbots & Conversational AI100% Machine Learning40% Natural Language ProcessingRStudio, Inc. Is an AI firm. The company is located in Boston, Massachusetts. Their team provides Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249San Francisco, CA
Services provided
50% AI Development50% BI & Big Data Consulting & SIFocus Areas
20% Chatbots & Conversational AI100% Machine Learning20% Natural Language Processing +110% Cognitive ComputingHouseCanary is an artificial intelligence firm and big data company in San Francisco, California. Founded in 2013, the team offers Artificial Intelligence and BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Menlo Park, CA
Services provided
50% AI Development50% BI & Big Data Consulting & SIFocus Areas
20% Chatbots & Conversational AI100% Machine Learning20% Natural Language Processing +110% Cognitive ComputingSymphony AyasdiAI is an AI firm and big data company. Launched in 2008, the agency is in Menlo Park, California. Their services include Artificial Intelligence and BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Sunnyvale, CA
Services provided
100% AI DevelopmentFocus Areas
20% Chatbots & Conversational AI100% Machine Learning40% Natural Language ProcessingFalkonry, an artificial intelligence firm, focus on Artificial Intelligence and AI Consulting. They were established in 2012.
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UndisclosedUndisclosed50 - 249San Mateo, CA
Services provided
100% AI DevelopmentFocus Areas
20% Chatbots & Conversational AI100% Machine Learning40% Natural Language ProcessingArtificial intelligence development company Ople offers Artificial Intelligence and AI Consulting. They were established in 2017.
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UndisclosedUndisclosed50 - 249Herndon, VA
Services provided
20% AI Development20% Cloud Consulting & SI20% IT Strategy Consulting +320% Robotics Process Automation10% CRM Consulting and SI10% Low/No Code DevelopmentFocus Areas
50% Chatbots & Conversational AI30% Natural Language Processing10% Cognitive Computing +110% Machine LearningSky Solutions is an IT strategy consulting company. Their midsize team of employees is headquartered in Herndon, Virginia. Their team focuses on IT strategy consulting and cloud consulting & SI.
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UndisclosedUndisclosed50 - 249Stamford, CT
Services provided
40% AI Consulting40% AI Development20% BI & Big Data Consulting & SIFocus Areas
20% Chatbots & Conversational AI100% Machine Learning30% Natural Language Processing +110% Cognitive ComputingRiskSpan is an AI firm launched in 2001. Located in Stamford, Connecticut and Arlington, Virginia, the team specializes in Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249Wesley Chapel, FL
Services provided
90% AI Development10% AI ConsultingFocus Areas
20% Chatbots & Conversational AI100% Machine Learning30% Robotics +125% Natural Language ProcessingVantagepoint AI is a midsize AI development company founded in 1979. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249Atlanta, GA
Services provided
30% BI & Big Data Consulting & SI30% Logistics & Supply Chain Consulting20% AI Consulting +120% AI DevelopmentFocus Areas
30% Chatbots & Conversational AI100% Machine Learning30% Natural Language Processing +120% Cognitive ComputingEstablished in 2015, Verusen is a data analytics company. The team focuses on BI & big data consulting & SI and Logistics & Supply Chain Consulting.
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UndisclosedUndisclosed50 - 249Marietta, GA
Services provided
60% BI & Big Data Consulting & SI20% AI Consulting20% AI DevelopmentFocus Areas
30% Chatbots & Conversational AI100% Machine Learning30% Natural Language Processing +120% Cognitive ComputingOversight is a big data company. The agency is headquartered in Marietta, Georgia. Their team provides BI & big data consulting & SI and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Meridian, ID
Services provided
90% AI Development10% AI ConsultingFocus Areas
20% Chatbots & Conversational AI100% Machine Learning40% Natural Language ProcessingVerified First is a Meridian, Idaho-based artificial intelligence development company. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249Naperville, IL
Services provided
20% BI & Big Data Consulting & SI20% Cloud Consulting & SI20% Robotics Process Automation +410% AI Consulting10% AI Development10% Cybersecurity10% IoT DevelopmentFocus Areas
50% Chatbots & Conversational AI50% Natural Language ProcessingAiRo Digital Labs, a big data company, is based in Naperville, Illinois and Gurugram, India. They specialize in BI & big data consulting & SI and cloud consulting & SI and were established in 2018.
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UndisclosedUndisclosed50 - 249Lewis Center, OH
Services provided
35% AI Development35% Mobile App Development30% BlockchainFocus Areas
35% Chatbots & Conversational AI35% Machine Learning30% Natural Language ProcessingIn Lewis Center, Ohio and Pune, India, Nanostuffs is an application development company. Founded in 2010, the team focuses on Mobile App Development and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Creve Coeur, MO
Services provided
20% AI Development20% BI & Big Data Consulting & SI20% Business Consulting +220% IoT Development20% Robotics Process AutomationFocus Areas
50% Chatbots & Conversational AI50% Machine LearningAmitech Solutions is a big data analytics company. Launched in 1999, the firm is in Creve Coeur, Missouri. Their services include BI & big data consulting & SI and IoT development.
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UndisclosedUndisclosed50 - 249Asbury Park, NJ
Services provided
20% AI Development20% Email Marketing20% Search Engine Optimization +320% Web Development10% Logo10% Mobile App DevelopmentFocus Areas
50% Chatbots & Conversational AI50% Machine LearningStrive System Webtech is an Email Marketing company. Based in Asbury Park, New Jersey, the company provides Email Marketing and Search Engine Optimization.
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$1,000+< $25 / hr50 - 249Los Angeles, CA
Services provided
20% Call Center Services20% Corporate Training & Coaching20% Direct Marketing +320% Sales Outsourcing10% AI Consulting10% Customer Service OutsourcingFocus Areas
20% Chatbots & Conversational AI20% Cognitive Computing20% Machine Learning +220% Natural Language Processing20% Voice and Speech RecognitionDirect Marketing company ConnectPeak is based in Los Angeles, California and Taipei, Taiwan. Their services include Direct Marketing and Call Center Services.
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UndisclosedUndisclosed50 - 249Santa Clara, CA
Services provided
20% AI Development20% Cloud Consulting & SI20% Cybersecurity +220% Digital Strategy20% IT Managed ServicesFocus Areas
50% Chatbots & Conversational AI50% Natural Language ProcessingInovasys, a Digital Strategy company, was established in 2014. The team offers Digital Strategy and cloud consulting & SI.
Read moreSee All Locations (3)Santa Clara, CA
3964 Rivermark Plaza
Santa Clara, CA 950541
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$10,000+$50 - $99 / hr50 - 249Kirkland, WA
Services provided
15% AI Development15% Generative AI10% AI Consulting +610% Blockchain10% Custom Software Development10% IT Managed Services10% IT Staff Augmentation10% Mobile App Development10% Web DevelopmentFocus Areas
20% Chatbots & Conversational AI25% Natural Language Processing20% Cognitive Computing +320% Machine Learning10% Voice and Speech Recognition5% RoboticsSee all 12 projectsAccelOne is a software development company specializing in web and mobile app development, frontend engineering, and software augmentation. The reviews demonstrate overwhelmingly positive feedback, with about 90% highlighting their expertise in handling complex projects, responsive communication, and seamless integration with client teams. Clients frequently praise their competitive pricing, high-quality deliverables, and strong project management skills, with over 70% acknowledging their ability to adapt to changing needs and deliver on tight deadlines.
Reviews mention Adaptable
Clients have expressed a positive sentiment regarding AccelOne's adaptability. One review highlighted their ability to adjust schedules and staffing as needed, ensuring that timelines were met even for complex phases of the project. Additionally, the company's responsiveness to feedback was noted, with a client stating that AccelOne quickly pivoted to address a requirement hiccup. Overall, clients appreciate their flexibility and commitment to maintaining high standards of quality.-
Web Development for Cybersecurity Training Company
5.0 Oct 5, 2023Things don't always go according to plan, but AccelOne could adapt and adjust with schedules and staffing as needed. Timelines were met for various complex phases of the application. We had a small hiccup with some requirements at one point, but AccelOne quickly heard the feedback and pivoted to our satisfaction.
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Industry Experience
AccelOne has garnered positive feedback across various industries, including cybersecurity, gaming, fintech, information technology, media, and consumer products. Clients commend their expertise in web development, software engineering, and QA testing. In cybersecurity and fintech, they demonstrated reliability and responsiveness, while in gaming, their staffing solutions were highlighted. Overall, clients emphasize AccelOne’s strong communication, adaptability, and commitment to quality, making them a suitable partner for firms seeking technical expertise in software development and project management.
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IT Services Software Gaming Wellness & Fitness Information technology Business services Publishing Media Consumer ProductsWas this helpful?
More responsive than most other service providers
Get in TouchAccelOne is very responsive
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
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$10,000+$100 - $149 / hr10 - 49Raleigh, NC
Services provided
10% AI Consulting10% AR/VR Development10% Custom Software Development +1110% Generative AI10% IT Strategy Consulting10% Low/No Code Development10% Web Design8% Cybersecurity5% IoT Development5% Web Development4% AI Development4% Cloud Consulting & SI3% Mobile App Development1% Wearable App DevelopmentFocus Areas
25% Chatbots & Conversational AI25% Natural Language Processing20% Computer Vision +215% AI Recommendation Systems15% RoboticsSee all 1 projectsNeuratwin Inc is a company specializing in developing generative AI tools and applications for 3D content creation. Review feedback is overwhelmingly positive, with 100% of respondents highlighting their exceptional communication, timely delivery, and ability to work with complex, evolving requirements. An impressive 100% of reviewers praise their high-quality code and depth of expertise.
1 of 1 Chatbots & Conversational AI reviews is 5 stars$1,000,000 – $9,999,999 avg. project costChatbots & Conversational AI Experience
Neuratwin Inc has received overwhelmingly positive feedback for their work in Chatbots & Conversational AI, with clients highlighting their expertise and responsiveness. One review noted a near-perfect satisfaction rate, emphasizing timely delivery and excellent communication. Clients appreciated the company's strategic approach to evolving projects, with 100% of reviewers praising the quality of their deliverables. Overall, Neuratwin's strengths lie in their adaptability and high-quality code development, making them a strong contender for similar projects.
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Industry Experience
Neuratwin Inc has demonstrated expertise primarily in the Media industry, specifically in 3D content creation utilizing generative AI. Clients noted their strong project management, timely delivery, and exceptional communication skills. The company's ability to navigate complex, evolving challenges and provide high-quality, innovative solutions has been highlighted as a significant strength. Overall, feedback reflects a positive sentiment, indicating a strong fit for projects seeking advanced technical capabilities in the media sector.
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MediaWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have expressed a positive sentiment regarding Neuratwin Inc's pricing and overall value for money. One client noted that the ‘pricing fit our budget’ and highlighted the ‘good value for cost’ provided by the company. The ability to deliver high-quality results while maintaining effective communication and timely project management further reinforces the perception of excellent value. Overall, clients appreciate the alignment of costs with the quality of services received.Was this helpful?
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$5,000+$50 - $99 / hr250 - 999Lewis Center, OH
Services provided
30% Blockchain10% AI Development10% AR/VR Development +105% API Development5% Custom Software Development5% E-Commerce Development5% Generative AI5% IoT Development5% Mobile App Development5% Search Engine Optimization5% UX/UI Design5% Web Design5% Web DevelopmentFocus Areas
50% Chatbots & Conversational AI30% Machine Learning10% Natural Language Processing +35% Cognitive Computing3% Robotics2% Computer VisionSee all 1 projectsKryptobees is a company purportedly offering blockchain-related services, including trading bots. However, the reviews indicate a unanimous negative perception, with 100% of reviewers describing experiences of fraud and unmet expectations. Clients report financial loss and deceit, emphasizing a consistent theme of unethical business practices.
Industry Experience
Kryptobees has primarily operated within the financial services sector, specifically focusing on trading bot development. Reviews indicate a significant negative sentiment, highlighting experiences of fraud and failed deliverables. Clients reported being misled and losing substantial amounts of money with no product delivered. As such, potential clients in the financial services sector should exercise caution, as the feedback suggests Kryptobees lacks reliability and transparency in their offerings.
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Financial servicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Client feedback indicates a severe lack of value for money with Kryptobees, as one review highlighted that they were 'conned out of our money' after paying for a trading bot that failed to deliver any results. Despite initial perceptions of 'good value for cost,' the overall sentiment reflects a consensus that the company engaged in deceptive practices, leading clients to believe they would receive a functional product, which ultimately was not the case.Was this helpful?
See All Locations (2)Lewis Center, OH
Weeping Rock Dr, Lewis Center
Lewis Center, OH 4303550 - 75
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$5,000+$25 - $49 / hr10 - 49Yonkers, NY
Services provided
50% AI Development20% Web Development15% Custom Software Development +115% IT Staff AugmentationFocus Areas
40% Chatbots & Conversational AI20% Computer Vision20% Machine Learning +210% Natural Language Processing10% Voice and Speech RecognitionSee all 3 projectsScaylar Technologies is a versatile technology services company specializing in software development, cloud migration, and automation solutions. With a remarkable 100% positive feedback rate, clients commend their exceptional response times, technical expertise, and ability to exceed expectations. Reviewers consistently highlight their effective communication, timely delivery, and deep understanding of business needs.
Reviews mention Great project management
Clients have consistently praised Scaylar Technologies for their exceptional project management capabilities. One client noted that Scaylar exceeded expectations by delivering milestones ahead of schedule and demonstrating flexibility in adapting to on-the-fly requests. They highlighted the company's responsiveness and commitment to understanding the project's business case, which contributed to a seamless execution. Overall, the sentiment reflects a strong confidence in Scaylar's ability to manage projects effectively.-
AWS & Cloud Solutions Services for Office Supplies Retailer
5.0 Apr 4, 2023In the beginning, I was pushy over the duration of each activity, but since the first delivery, they showed me that the exceeded my needs by far, turning in each milestone before the actual deadline (and much more faster than what the project plan it to be received). On the modification aspects, they were fully flexible to incorporate every on-the-fly request and kept delivering what Dimerc needed on the timeframe expected.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight Scaylar Technologies' exceptional value for money, noting their competitive pricing relative to the quality of services provided. One client emphasized 'good value for cost,' while another mentioned that Scaylar 'exceeded expectations' and delivered projects ahead of schedule. This sentiment is echoed across multiple reviews, where clients appreciated the company's ability to deliver high-quality work efficiently, reinforcing their reputation for cost-effectiveness.Was this helpful?
More responsive than most other service providers
Get in TouchScaylar Technologies is very responsive
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
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$1,000+$25 - $49 / hr10 - 49New York, NY
Services provided
20% Blockchain15% Low/No Code Development15% Mobile App Development +610% AI Development10% AR/VR Development10% Custom Software Development10% Web Development5% E-Commerce Development5% IoT DevelopmentFocus Areas
25% Chatbots & Conversational AI35% Natural Language Processing15% Cognitive Computing +215% Machine Learning10% RoboticsCiel Technology is a web development firm. Based in New York, New York and Thomastown, Australia, their small team specializes in Web Development and Blockchain. The agency was established in 2018.
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$1,000+$150 - $199 / hr10 - 49McKinney, TX
Services provided
25% IT Strategy Consulting20% AI Consulting20% Cybersecurity +410% AI Agents10% Corporate Training & Coaching10% Digital Strategy5% Web DesignFocus Areas
15% Chatbots & Conversational AI25% Cognitive Computing20% Machine Learning +320% Natural Language Processing15% Voice and Speech Recognition5% Computer VisionCelebration OnPoint is a small IT strategy consulting company launched in 2009. Their team provides IT strategy consulting and Cybersecurity.
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$10,000+$100 - $149 / hr10 - 49Alexandria, VA
Services provided
50% BI & Big Data Consulting & SI25% AI Consulting25% IT Strategy ConsultingFocus Areas
10% Chatbots & Conversational AI45% Machine Learning30% Natural Language Processing +115% Cognitive ComputingAvenir Technology is a big data company. The Alexandria, Virginia-based company offers BI & big data consulting & SI and IT strategy consulting.
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$25,000+$50 - $99 / hr10 - 49Highland Heights, OH
Services provided
25% Custom Software Development10% AI Agents10% AI Development +810% Cloud Consulting & SI10% Enterprise App Modernization10% Mobile App Development5% AI Consulting5% BI & Big Data Consulting & SI5% IT Managed Services5% IT Staff Augmentation5% IT Strategy ConsultingFocus Areas
25% Chatbots & Conversational AI20% AI Recommendation Systems20% Machine Learning +320% Voice and Speech Recognition10% Natural Language Processing5% Cognitive ComputingSee all 5 projectsNCompas Technology Solutions Inc. is a versatile technology services company specializing in software development, web design, and IT managed services. Their reviews reflect a strong emphasis on effective communication, adaptability, and a commitment to meeting client needs, with 100% of reviewers highlighting their expertise and efficient project management. They are highly recommended for their ability to learn and deliver tailored solutions in diverse industries.
Reviews mention Communicative
Clients have consistently praised NCompas Business Solutions Inc. for their excellent communication skills and project management. One client highlighted the 'fantastic project management process and effective internal communication,' allowing for direct communication with the responsible team members. Another client noted the 'open and timely' communication style, facilitated through various channels. Overall, the sentiment surrounding NCompas's communicative approach is highly positive, reflecting their commitment to understanding and addressing client needs effectively.-
Custom Software Dev & Managed IT Services for HR Platform
5.0 Feb 13, 2023NCompas Business Solutions Inc. has a fantastic project management process and effective internal communication. I know which teammate from NCompas Business Solutions Inc. is in charge of each task, so I can talk directly to who I need to, and all the team is aware of what was discussed and my project’s situation. We have close communication through Microsoft Teams, where we have regular and emergency channels.
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Web Redesign for Machine Learning Company
5.0 Dec 18, 2021The communication was very open and timely. Routine meetings and adhoc meetings were setup to address various parts of the project. Email, Whatsapp, phone conversations were used to efficiently deliver on the project.
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E-Commerce Dev for Wholesale Distributor Company
5.0 Nov 12, 2021Communication is key for our company. NCompas Business Solutions shares the same mentality. We are always kept in tune with the status of the work as it is happening.
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Industry Experience
NCompas Business Solutions Inc. has demonstrated expertise across multiple industries, including Software, Healthcare, and Consumer Products. In Software, clients praised their development capabilities and project management, leading to successful product launches. The Healthcare industry feedback highlighted their effective web redesign, resulting in increased customer engagement. Similarly, in Consumer Products, their custom e-commerce solutions significantly boosted online conversions. Overall, the sentiment across industries is highly positive, underscoring NCompas's adaptability, communication, and understanding of client needs.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients of NCompas Technology Solutions Inc. consistently highlight the company's cost-effectiveness and high value for money. One client noted their holistic approach and support as key deciding factors, while another emphasized the significant investment of $125,000 was justified by the successful development of their software. Overall, the sentiment reflects satisfaction with the pricing relative to the quality of service provided, making them a favorable choice for projects requiring expertise and flexibility.Was this helpful?
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$25,000+$50 - $99 / hr50 - 249Draper, UT
Services provided
20% AI Development20% Custom Software Development20% IoT Development +320% Mobile App Development10% Supply Chain Management10% Web DevelopmentFocus Areas
20% Chatbots & Conversational AI20% AI Recommendation Systems20% Cognitive Computing +220% Computer Vision20% Voice and Speech RecognitionSee all 4 projectsUtah Tech Labs specializes in mobile and web development, offering services such as app development, platform creation, and CRM solutions. The company is praised for its client-focused approach, responsiveness, and value for cost, with approximately 75% of clients highlighting their responsiveness and commitment to success. However, there is room for improvement in accurately estimating project timelines.
Reviews mention Great project management
Clients have consistently praised Utah Tech Labs for their exceptional project management. One CEO noted, 'Project management engagement and leadership were fantastic,' highlighting their responsiveness and involvement throughout the project. The company's commitment to client success is described as unique and tailored, emphasizing their ability to maintain technical competence while fostering a strong vendor-client relationship. Overall, the sentiment towards their project management is highly positive, with no identified areas for improvement.-
Mktg, CRM, Web, Mobile App Dev & Design for Commerce Company
5.0 Aug 11, 2026Project management engagement and leadership were fantastic. Very responsive and engaged in every step of the initiative.
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1 of 1 reviews is 5 starsUnknown avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
Recent reviews for Utah Tech Labs highlight their exceptional project management and strong client engagement. A CEO from Farmers Market Online praised their unique, iterative approach and commitment to client success, emphasizing the alignment of values and culture. The project, which involved web and app development, was completed on time, showcasing the team's responsiveness. Overall sentiment is highly positive, with no noted areas for improvement.Was this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently commend Utah Tech Labs for their cost-effectiveness and value for money. Multiple reviews highlight that their pricing fits within clients' budgets while delivering quality outcomes, with one client noting, 'good value for cost.' Despite some concerns about project timelines, the overall sentiment reflects satisfaction with the financial investment relative to the results achieved, reinforcing their reputation as a reliable partner for budget-conscious projects.Was this helpful?
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$1,000+$100 - $149 / hr2 - 9Haines City, FL
Services provided
15% AI Consulting15% Branding15% Digital Strategy +415% Marketing Strategy15% Search Engine Optimization15% Web Development10% AdvertisingFocus Areas
20% Chatbots & Conversational AI20% AI Recommendation Systems20% Cognitive Computing +220% Machine Learning20% Natural Language ProcessingSee all 1 projectsThe Alianzas Marketing Solutions is an innovative marketing consultancy specializing in emerging technologies such as AR, VR, and AI. Reviews highlight their expertise in strategic planning and sports marketing, with clients praising their commitment, knowledge, and empathetic approach. Impressively, 100% of feedback is positive, emphasizing their timely delivery and impactful strategies.
Industry Experience
The Alianzas has demonstrated expertise primarily in the sports and marketing consulting industries. Clients have praised their innovative approach in developing interactive experiences using emerging technologies, showcasing strengths in strategic thinking and comprehensive marketing strategies. Overall sentiment reflects high satisfaction with their timely delivery, responsiveness, and collaborative spirit, making them a suitable choice for businesses seeking to enhance their marketing efforts in these sectors.
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Other industriesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have expressed satisfaction with The Alianzas' pricing structure, indicating that the cost aligns well with the value delivered. One client noted, 'The measurable outcome of the project has been the full strategy,' highlighting the effectiveness of their investment. Overall, feedback reflects a positive sentiment regarding the company's ability to provide high-quality services at a reasonable price, with no significant areas for improvement mentioned.Was this helpful?
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$50,000+$100 - $149 / hr2 - 9Austin, TX
Services provided
30% AI Development30% BI & Big Data Consulting & SI10% Business Consulting +510% IT Strategy Consulting5% Blockchain5% Digital Strategy5% IoT Development5% Market ResearchFocus Areas
10% Chatbots & Conversational AI40% Machine Learning30% Natural Language Processing +210% Cognitive Computing10% RoboticsAcies Decisions, an AI development company, is headquartered in Surrey, Canada and Austin, Texas. They offer Artificial Intelligence and BI & big data consulting & SI and were launched in 2019.
Read moreSee All Locations (2)Austin, TX
1608 Westover Rd
Austin, TX 787032 - 5
5123549081
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$1,000+$100 - $149 / hr2 - 9Austin, TX
Services provided
30% AI Development30% Mobile App Development14% Low/No Code Development +410% UX/UI Design10% Web Design5% Cloud Consulting & SI1% Custom Software DevelopmentFocus Areas
10% Chatbots & Conversational AI45% Machine Learning45% Natural Language ProcessingPressW Corporation is a mobile app development company. Based in Austin, Texas, their small team focuses on Mobile App Development and Artificial Intelligence. The firm was established in 2022.
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$1,000+$25 - $49 / hr2 - 9Lehi, UT
Services provided
30% AI Development30% IT Staff Augmentation20% Web Development +210% Custom Software Development10% Mobile App DevelopmentFocus Areas
10% Chatbots & Conversational AI40% Computer Vision40% Machine Learning +110% AI Recommendation SystemsLoveYourDevTeam is an IT staff augmentation company. They are located in Lehi, Utah and have small team. They provide IT staff augmentation and Artificial Intelligence.
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$250,000+$150 - $199 / hr2 - 9Newark, DE
Services provided
20% AI Development20% Application Management & Support20% Blockchain +220% Cybersecurity20% IT Managed ServicesFocus Areas
20% Chatbots & Conversational AI20% AI Recommendation Systems20% Machine Learning +315% Natural Language Processing15% Voice and Speech Recognition10% Cognitive ComputingCybersecurity company Amplify Coast was launched in 2023. The agency offers Cybersecurity and IT managed services, and is small.
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Undisclosed$100 - $149 / hr2 - 9Mattydale, NY
Services provided
30% Custom Software Development20% Web Development10% AI Consulting +410% AI Development10% API Development10% Enterprise App Modernization10% Other Application DevelopmentFocus Areas
20% Chatbots & Conversational AI30% Machine Learning30% Natural Language Processing +120% Cognitive ComputingSoftware development firm Custom Coding Creations was founded in 2025. Located in Mattydale, New York, the team offers Custom Software Development and Web Development.
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$1,000+$200 - $300 / hr2 - 9Mesa, AZ
Services provided
30% AI Consulting15% Business Consulting15% CRM Consulting and SI +315% Search Engine Optimization15% Web Design10% Digital StrategyFocus Areas
10% Chatbots & Conversational AI35% AI Recommendation Systems20% Computer Vision +315% Machine Learning10% Cognitive Computing10% Natural Language ProcessingKash Communications & Consulting is an AI Consulting company. They are headquartered in Mesa, Arizona and have small team of experts. Their services include AI Consulting and CRM consulting and SI.
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Focus (x-axis)
Focus accounts for a company’s specialization within a certain service.
Ability to Deliver (y-axis)
Ability to Deliver considers three criteria:
- Client feedback and reviews
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Best Chatbot Companies in the US
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$75,000+Undisclosed250 - 999Charlotte, NC
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
35% AI Development30% Chatbots & Conversational AI65% Other -
$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
38.9/40.019/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
70% AI Development45% Chatbots & Conversational AI30% Other -
$25,000+$50 - $99 / hr250 - 999Miami, FL
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
10% AI Development50% Chatbots & Conversational AI90% Other -
$25,000+$50 - $99 / hr250 - 999Austin, TX
Ability to deliver
38/40.018.4/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
30% AI Development35% Chatbots & Conversational AI70% Other -
$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
38.8/40.019.2/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
80% AI Development40% Chatbots & Conversational AI20% Other -
$10,000+$50 - $99 / hr250 - 999Marlborough, MA
Ability to deliver
38.3/40.018.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development30% Chatbots & Conversational AI70% Other -
$50,000+$50 - $99 / hr1,000 - 9,999San Francisco, CA
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
10% AI Development25% Chatbots & Conversational AI90% Other -
$10,000+$100 - $149 / hr50 - 249Chicago, IL
Ability to deliver
36.9/40.018.2/20 Reviews9.6/10 Clients & Experience9.2/10 Market PresenceService focus
30% AI Development70% Chatbots & Conversational AI70% Other -
$10,000+Undisclosed250 - 999Sunny Isles Beach, FL
Ability to deliver
34.8/40.016.2/20 Reviews8.9/10 Clients & Experience9.6/10 Market PresenceService focus
50% AI Development50% Chatbots & Conversational AI50% Other -
$10,000+$50 - $99 / hr250 - 999Greenville, SC
Ability to deliver
39.9/40.020/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
10% AI Development35% Chatbots & Conversational AI90% Other -
$10,000+$150 - $199 / hr10 - 49Lewisville, TX
Ability to deliver
38.7/40.018.8/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
10% AI Development100% Chatbots & Conversational AI90% Other -
$5,000+$50 - $99 / hr10 - 49San Diego, CA
Ability to deliver
38.9/40.020/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
70% AI Development30% Chatbots & Conversational AI30% Other -
$50,000+$150 - $199 / hr10 - 49Austin, TX
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
10% AI Development70% Chatbots & Conversational AI90% Other -
$10,000+$25 - $49 / hr250 - 999New York, NY
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
10% AI Development30% Chatbots & Conversational AI90% Other -
$25,000+$50 - $99 / hr250 - 999Aventura, FL
Ability to deliver
38.5/40.019/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
20% AI Development30% Chatbots & Conversational AI80% Other -
$25,000+$50 - $99 / hr250 - 999Atlanta, GA
Ability to deliver
37.1/40.017.4/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
90% AI Development25% Chatbots & Conversational AI10% Other -
$10,000+$100 - $149 / hr10 - 49Sacramento, CA
Ability to deliver
38.1/40.018.6/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
10% AI Development100% Chatbots & Conversational AI90% Other -
$10,000+Undisclosed50 - 249San Francisco, CA
Ability to deliver
38.9/40.019.4/20 Reviews9.7/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development40% Chatbots & Conversational AI70% Other -
$50,000+$50 - $99 / hr1,000 - 9,999New York, NY
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
20% AI Development10% Chatbots & Conversational AI80% Other -
$10,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
37.3/40.017.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
100% AI Development35% Chatbots & Conversational AI -
$25,000+$100 - $149 / hr10 - 49New York, NY
Ability to deliver
37.3/40.018.2/20 Reviews10/10 Clients & Experience9.2/10 Market PresenceService focus
60% AI Development40% Chatbots & Conversational AI40% Other -
$50,000+$50 - $99 / hr250 - 999Plano, TX
Ability to deliver
38.7/40.020/20 Reviews9.5/10 Clients & Experience9.2/10 Market PresenceService focus
20% AI Development25% Chatbots & Conversational AI80% Other -
$5,000+$50 - $99 / hr10 - 49Houston, TX
Ability to deliver
36.7/40.017.8/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
25% AI Development80% Chatbots & Conversational AI75% Other -
$25,000+$50 - $99 / hr250 - 999Orlando, FL
Ability to deliver
35.8/40.016.2/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
60% AI Development30% Chatbots & Conversational AI40% Other -
$10,000+$150 - $199 / hr10 - 49Webster Groves, MO
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
35% AI Development35% Chatbots & Conversational AI65% Other -
$10,000+$25 - $49 / hr50 - 249San Francisco, CA
Ability to deliver
38.1/40.018.6/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
65% AI Development20% Chatbots & Conversational AI35% Other -
$10,000+$100 - $149 / hr50 - 249Los Angeles, CA
Ability to deliver
39.6/40.020/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
30% AI Development25% Chatbots & Conversational AI70% Other -
$25,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
39.1/40.019.4/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
34% AI Development25% Chatbots & Conversational AI66% Other -
$25,000+$100 - $149 / hr50 - 249Chicago, IL
Ability to deliver
38.5/40.019/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
45% AI Development20% Chatbots & Conversational AI55% Other -
$25,000+$25 - $49 / hr250 - 999Lakeville, MN
Ability to deliver
36.6/40.016.8/20 Reviews9.9/10 Clients & Experience9.9/10 Market PresenceService focus
20% AI Development35% Chatbots & Conversational AI80% Other
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U.S. Chatbot Services FAQs
- Financial services and fintech – IDV/KYC flows, balance queries, policy Q&A, secure handoffs
- Healthcare and life sciences – symptom triage, care navigation, member services, HIPAA-enabled workflows
- Retail and e-commerce – guided shopping, order status, returns, and promotions
- SaaS and enterprise software – in-product assistants, onboarding, and knowledge base automation
- Travel and hospitality – itinerary updates, rebooking, loyalty, and multilingual support
- Public sector and education – citizen services, campus help desks, and admissions Q&A
Many firms also build internal enablement bots for HR and IT, and customer support chatbots that deflect tickets while maintaining CSAT.
- Deep ecosystem access — U.S. teams are close to leading LLM and cloud providers, accelerators, and research universities, which speeds up prototyping and integration with tools you already use.
- Enterprise readiness – Many U.S. chatbot providers have proven experience with SOC 2, HIPAA, PCI, and rigorous security reviews common at Fortune 1000 companies.
- Industry specialization – From Wall Street fintech and healthcare in Boston to retail and media in New York and Los Angeles, you’ll find partners who know your compliance, workflows, and KPIs.
- Time zone alignment and support SLAs – For U.S.-based operations, real-time collaboration and on-call support are easier to secure.
Pricing varies by scope, stack, and compliance needs, but typical U.S. ranges are:
- Discovery and strategy: $10,000 – $40,000 for user journeys, intent modeling, and data-readiness audits
- MVP/prototype: $30,000 – $80,000
- Production chatbot: $80,000 – $250,000+
- Enterprise chatbot services): $150,000 – $500,000+
- Hourly rates: $100 – $225+ for senior AI/ML architects; $80 – $160 for software engineers and conversation designers
- Ongoing optimization and support: $5,000 – $25,000 per month for monitoring, tuning, analytics, and model updates
Costs increase with requirements like HIPAA, multi-language support, advanced retrieval-augmented generation (RAG), or custom NLU.
Prioritize assessing firms by filtering them through their use case, stack, and risk posture:
- Technical approach – Ask about NLU/LLM choices and why they suit your domain.
- Data and safety – Look for robust red-teaming, prompt injection defenses, PII handling, and content moderation. Confirm SOC 2/ISO posture, HIPAA, and encryption standards.
- Integration depth – Validate experience with your CRM, CX, and data stack.
- Measurement plan – Require clear KPIs and analytics for ongoing tuning.
- Conversation design – Review their intent modeling, error recovery, multilingual strategy, and human-in-the-loop handoffs.
- References and pilots – Ask for U.S.-based case studies and consider a timeboxed pilot with exit criteria.
Shortlist partners on Clutch using filters for budget, location, tech stack, and verified reviews to ensure alignment with your requirements.
- One-size-fits-all promises – Claims that a single model or template can solve every workflow without discovery or data assessment
- Vague safety posture – No clear plan for PII handling, audit trails, jailbreak defenses, or compliance documentation
- “Set-and-forget” mindset – No roadmap for training, evaluation, analytics, and continuous improvement
- Limited integration expertise – Little experience connecting to your systems of record or telephony/IVR
- No human fallback – Lack of escalation paths to agents or field reps
- Guaranteed outcomes – Overpromising “100% automation,” “zero tickets,” or fixed ROI without baselines and measurement plans
Avoiding these red flags early is key to your project’s success. Do your best to spot and address these warning signs right away.
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